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Optimal query complexity for fractional quantum evolution

Published 1 Oct 2026 in quant-ph | (2610.01940v1)

Abstract: Given oracle access to an unknown unitary U=e<sup>iHU=e<sup>{iH} , the fractional query problem asks how many queries are required to implement a noninteger power U<sup>t=e<sup>itHU<sup>t=e<sup>{itH}, $0<t<1$, when the spectrum is separated from the branch cut by a gap δδ. Quantum singular value transformation gives an upper bound of O!(1δlog⁡1ε)O!\left(\frac{1}δ\log\frac{1}{\varepsilon}\right) queries for approximation error ε\varepsilon. We prove a matching lower bound for arbitrary query algorithms. Our argument reduces any NN-query circuit to the approximation of e<sup>itθe<sup>{itθ} by a trigonometric polynomial with degree bounded by O(N)O(N), together with Remez inequality. This allows us to establish the lower bound of Ω<em>τ!(1δlog⁡1ε)Ω<em>τ!\left(\frac{1}δ\log\frac{1}{\varepsilon}\right). Consequently, the optimal query complexity for fractional query problem is Θ</em>τ!(1δlog⁡1ε)Θ</em>τ!\left(\frac{1}δ\log\frac{1}{\varepsilon}\right), showing that the known QSVT construction is asymptotically optimal. We also give an alternative lower bound proof based on constructing a linear functional that annihilates the approximant space, yielding a Ωτ!(log⁡1ε)Ω_τ!\left(\log\frac{1}{\varepsilon}\right) bound uniform to δδ.

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